% This file contains a station summary listing for a temperature % station in the Berkeley Earth database. This station is identified as: % % Berkeley ID#: 160905 % Primary Name: DALLAS REDBIRD AP % Record Type: TAVG % Country: United States % State: TX % Latitude: 32.68080 +/- 0.00005 % Longitude: -96.86810 +/- 0.00005 % Elevation (m): 200.60 +/- 0.05 % # of Months: 188 % % Alternate Names: Missing Station ID - 999999-03971 % % IDs: faa - RBD % ghcnd - USW00003971 % gsod - 999999-03971 % icao - KRBD % ncdc - 20025419 % wban - 3971 % % Sources: US First Order Summary of the Day % Global Historical Climatology Network - Daily % Global Summary of the Day % Multi-network Metadata System % % Site Hash: a6bb1f1c589e2014893f4bc3b08050e2 % Raw Data Hash: 87b9b451e87cb78064197eaeb2fea815 % Adj Data Hash: 4fae7325204439879e19e88bf22c5072 % % The data for this station is presented below in several columns and in % several forms. The temperature values are reported as "raw", % "adjusted", and "regional expectation". % % The "raw" values reflect the observations as originally ingested by % the Berkeley Earth system from one or more originating archive(s). % These "raw" values may reflect the merger of more than one temperature % time series if multiple archives reported values for this location. % Alongside the raw data we have also provided a flag indicating which % values failed initial quality control checks. A further column % dates at which the raw data may be subject to continuity "breaks" % due to documented station moves (denoted "1"), prolonged measurement % gaps (denoted "2"), documented time of observation changes (denoted "3") % and other empirically determined inhomogeneities (denoted "4"). % % In many cases, raw temperature data contains a number of artifacts, % caused by issues such as typographical errors, instrumentation changes, % station moves, and urban or agricultural development near the station. % The Berkeley Earth analysis process attempts to identify and estimate % the impact of various kinds of data quality problems by comparing each % time series to neighboring series. At the end of the analysis process, % the "adjusted" data is created as an estimate of what the weather at % this location might have looked like after removing apparent biases. % This "adjusted" data will generally to be free from quality control % issues and be regionally homogeneous. Some users may find this % "adjusted" data that attempts to remove apparent biases more % suitable for their needs, while other users may prefer to work % with raw values. % % Lastly, we have provided a "regional expectation" time series, based % on the Berkeley Earth expected temperatures in the neighborhood of the % station. This incorporates information from as many weather stations as % are available for the local region surrounding this location. Note % that the regional expectation may be a systematically a bit warmer or % colder than the weather stations by a few degrees due to differences % in mean elevation and other local characteristics. % % For each temperature time series, we have also included an "anomaly" % time series that removes both the seasonality and the long-term mean. % These anomalies may provide an easier way of seeing changes through % time. % % Reported temperatures are in Celsius and reflect monthly averages. As % these files are intended to be summaries for convenience, additional % information, including more detailed flagging and metadata, may be % available in our whole data set files. % % The Berkeley Earth analysis was run on 15-Nov-2013 19:55:48 % % Raw Data QC Continuity Adjusted Data Regional Expectation % Year, Month, Temperature, Anomaly, Failed, Breaks, Temperature, Anomaly, Temperature, Anomaly 1997 1 NaN NaN NaN NaN NaN NaN 6.025 -0.241 1997 2 NaN NaN NaN NaN NaN NaN 9.217 0.377 1997 3 NaN NaN NaN NaN NaN NaN 14.029 0.941 1997 4 NaN NaN NaN NaN NaN NaN 15.559 -2.661 1997 5 NaN NaN NaN NaN NaN NaN 20.952 -1.552 1997 6 NaN NaN NaN NaN NaN NaN 26.185 -0.756 1997 7 NaN NaN NaN NaN NaN NaN 29.532 0.178 1997 8 NaN NaN NaN NaN NaN NaN 28.377 -0.640 1997 9 NaN NaN NaN NaN NaN NaN 26.810 1.568 1997 10 NaN NaN NaN NaN NaN NaN 19.564 0.342 1997 11 NaN NaN NaN NaN NaN NaN 10.878 -1.760 1997 12 NaN NaN NaN NaN NaN NaN 7.355 -0.892 1998 1 9.637 2.906 0 0 9.904 3.174 8.285 2.019 1998 2 10.909 1.605 0 0 11.111 1.808 9.989 1.150 1998 3 13.720 0.167 0 0 13.936 0.383 11.827 -1.261 1998 4 17.987 -0.698 0 0 18.271 -0.414 17.232 -0.988 1998 5 26.053 3.085 0 0 26.338 3.370 25.200 2.697 1998 6 29.805 2.400 0 0 30.058 2.653 29.647 2.706 1998 7 33.327 3.509 0 0 33.651 3.832 32.811 3.458 1998 8 31.153 1.672 0 0 31.605 2.124 30.880 1.863 1998 9 28.102 2.395 0 0 28.564 2.858 28.450 3.208 1998 10 20.384 0.697 0 0 20.740 1.053 20.862 1.640 1998 11 14.110 1.007 0 0 14.402 1.298 14.309 1.670 1998 12 8.594 -0.118 0 0 8.893 0.182 8.744 0.498 1999 1 9.960 3.229 0 0 10.227 3.496 8.658 2.392 1999 2 13.586 4.282 0 0 13.788 4.484 12.791 3.951 1999 3 12.942 -0.611 0 0 13.158 -0.395 12.417 -0.671 1999 4 19.214 0.530 0 0 19.498 0.814 19.436 1.216 1999 5 22.505 -0.463 0 0 22.790 -0.178 22.207 -0.297 1999 6 26.868 -0.537 0 0 27.121 -0.284 27.301 0.361 1999 7 28.945 -0.873 0 0 29.269 -0.550 29.388 0.034 1999 8 31.202 1.720 0 0 31.654 2.172 31.588 2.571 1999 9 25.060 -0.646 0 0 25.523 -0.184 25.454 0.213 1999 10 20.039 0.352 0 0 20.395 0.708 19.885 0.663 1999 11 16.500 3.397 0 0 16.792 3.688 16.242 3.603 1999 12 10.245 1.534 0 0 10.544 1.833 9.839 1.593 2000 1 9.835 3.105 0 0 10.103 3.372 8.661 2.395 2000 2 13.739 4.436 0 0 13.942 4.638 12.797 3.958 2000 3 15.115 1.562 0 0 15.331 1.778 14.820 1.732 2000 4 17.405 -1.280 0 0 17.689 -0.996 17.444 -0.776 2000 5 23.561 0.593 0 0 23.846 0.878 23.919 1.416 2000 6 25.775 -1.630 0 0 26.028 -1.377 26.356 -0.584 2000 7 29.495 -0.323 0 0 29.819 0.000 29.831 0.477 2000 8 30.989 1.507 0 0 31.441 1.959 31.545 2.529 2000 9 26.155 0.449 0 0 26.618 0.911 26.525 1.283 2000 10 20.576 0.889 0 0 20.932 1.245 20.674 1.452 2000 11 9.892 -3.212 0 0 10.183 -2.920 9.940 -2.699 2000 12 3.905 -4.806 0 0 4.204 -4.507 4.214 -4.032 2001 1 6.165 -0.566 0 0 6.432 -0.299 5.130 -1.136 2001 2 10.195 0.891 0 0 10.397 1.093 9.484 0.644 2001 3 10.789 -2.764 0 0 11.005 -2.548 10.470 -2.618 2001 4 19.753 1.069 0 0 20.037 1.353 19.863 1.642 2001 5 23.356 0.389 0 0 23.641 0.673 23.404 0.901 2001 6 26.533 -0.872 0 0 26.786 -0.619 26.972 0.032 2001 7 30.180 0.362 1 0 NaN NaN 30.637 1.283 2001 8 29.168 -0.314 0 0 29.620 0.138 29.773 0.757 2001 9 23.160 -2.546 0 0 23.623 -2.084 23.724 -1.518 2001 10 17.826 -1.861 0 0 18.182 -1.505 18.172 -1.050 2001 11 15.342 2.238 0 0 15.633 2.530 15.049 2.410 2001 12 9.685 0.974 0 0 9.985 1.273 9.751 1.504 2002 1 8.779 2.048 0 0 9.046 2.316 7.700 1.434 2002 2 8.139 -1.165 0 0 8.342 -0.962 7.400 -1.439 2002 3 12.642 -0.911 0 0 12.858 -0.695 11.327 -1.761 2002 4 20.248 1.564 0 0 20.532 1.848 19.993 1.773 2002 5 21.910 -1.058 0 0 22.195 -0.773 22.173 -0.330 2002 6 26.350 -1.055 0 0 26.603 -0.802 26.879 -0.061 2002 7 28.247 -1.572 0 0 28.570 -1.248 28.559 -0.795 2002 8 28.215 -1.267 0 0 28.666 -0.815 29.218 0.201 2002 9 25.805 0.099 0 0 26.268 0.561 26.035 0.794 2002 10 17.860 -1.827 0 0 18.216 -1.471 18.049 -1.173 2002 11 12.310 -0.793 0 0 12.602 -0.502 11.784 -0.855 2002 12 9.139 0.428 0 0 9.438 0.727 8.824 0.578 2003 1 6.995 0.265 0 0 7.262 0.532 5.840 -0.426 2003 2 7.639 -1.665 0 0 7.842 -1.462 7.285 -1.554 2003 3 13.363 -0.190 0 0 13.579 0.026 12.546 -0.542 2003 4 19.034 0.350 0 0 19.319 0.634 18.956 0.736 2003 5 23.965 0.997 0 0 24.249 1.281 23.778 1.274 2003 6 NaN NaN NaN NaN NaN NaN 26.062 -0.878 2003 7 29.148 -0.670 0 0 29.472 -0.347 29.713 0.359 2003 8 29.460 -0.021 0 0 29.912 0.430 29.927 0.910 2003 9 23.188 -2.518 0 0 23.651 -2.055 23.560 -1.682 2003 10 20.643 0.956 0 0 20.999 1.312 20.338 1.116 2003 11 15.285 2.182 0 0 15.577 2.473 14.724 2.085 2003 12 10.166 1.455 0 0 10.465 1.754 9.443 1.197 2004 1 9.211 2.481 0 0 9.479 2.748 8.174 1.908 2004 2 7.671 -1.633 0 0 7.873 -1.431 6.839 -2.000 2004 3 16.692 3.139 0 4 16.880 3.327 15.766 2.678 2004 4 18.870 0.185 0 0 18.883 0.199 18.633 0.413 2004 5 23.034 0.066 0 0 22.945 -0.023 23.100 0.596 2004 6 25.873 -1.532 0 0 25.851 -1.554 26.104 -0.837 2004 7 27.998 -1.820 0 0 28.078 -1.741 27.961 -1.393 2004 8 26.961 -2.520 0 0 27.019 -2.463 26.986 -2.031 2004 9 25.042 -0.665 0 0 25.022 -0.684 25.253 0.011 2004 10 21.935 2.249 0 0 21.947 2.261 21.759 2.537 2004 11 13.398 0.295 0 0 13.541 0.438 13.565 0.926 2004 12 9.355 0.644 0 0 9.604 0.893 8.680 0.433 2005 1 9.877 3.147 0 0 10.168 3.438 8.730 2.464 2005 2 11.382 2.078 0 0 11.666 2.362 10.404 1.565 2005 3 13.385 -0.167 0 0 13.574 0.021 12.658 -0.430 2005 4 18.018 -0.666 0 0 18.032 -0.653 17.880 -0.340 2005 5 22.421 -0.547 0 0 22.332 -0.636 21.976 -0.527 2005 6 28.128 0.723 0 0 28.106 0.701 28.313 1.373 2005 7 28.453 -1.365 0 0 28.532 -1.286 28.761 -0.593 2005 8 29.000 -0.481 0 0 29.058 -0.424 29.532 0.515 2005 9 28.110 2.404 0 0 28.091 2.384 28.071 2.829 2005 10 19.803 0.117 0 0 19.815 0.128 19.713 0.492 2005 11 15.910 2.807 0 0 16.053 2.949 15.192 2.553 2005 12 8.921 0.210 0 0 9.170 0.459 8.038 -0.208 2006 1 13.000 6.269 0 0 13.291 6.560 11.327 5.061 2006 2 9.723 0.419 0 0 10.007 0.703 8.536 -0.303 2006 3 16.332 2.780 0 0 16.520 2.968 15.433 2.345 2006 4 21.762 3.077 0 0 21.775 3.090 21.560 3.340 2006 5 24.227 1.260 0 0 24.139 1.171 24.001 1.498 2006 6 27.829 0.424 0 0 27.807 0.402 28.117 1.176 2006 7 30.332 0.514 0 0 30.412 0.593 30.535 1.181 2006 8 31.479 1.998 0 0 31.537 2.055 31.588 2.572 2006 9 24.825 -0.881 0 0 24.806 -0.901 24.639 -0.603 2006 10 19.816 0.130 0 0 19.828 0.141 19.499 0.277 2006 11 14.120 1.017 0 0 14.263 1.159 13.687 1.049 2006 12 10.448 1.737 0 4 10.072 1.361 9.502 1.255 2007 1 5.810 -0.921 0 0 5.445 -1.286 4.657 -1.609 2007 2 9.789 0.485 0 0 9.486 0.183 8.289 -0.550 2007 3 17.674 4.122 0 0 17.399 3.846 16.667 3.579 2007 4 16.600 -2.085 0 0 16.335 -2.349 16.098 -2.123 2007 5 22.858 -0.110 0 0 22.636 -0.332 22.563 0.060 2007 6 26.230 -1.175 0 0 26.009 -1.396 26.328 -0.612 2007 7 27.324 -2.494 1 0 NaN NaN 27.187 -2.167 2007 8 29.695 0.213 0 0 29.259 -0.223 29.492 0.475 2007 9 26.297 0.590 0 0 25.883 0.177 26.037 0.795 2007 10 20.931 1.244 0 0 20.601 0.915 20.578 1.356 2007 11 15.538 2.435 0 0 15.213 2.109 14.665 2.026 2007 12 9.381 0.670 0 0 9.004 0.293 8.671 0.425 2008 1 7.532 0.802 0 0 7.167 0.436 6.053 -0.213 2008 2 11.740 2.436 0 0 11.437 2.133 10.062 1.223 2008 3 15.129 1.576 0 0 14.854 1.301 13.633 0.545 2008 4 NaN NaN NaN NaN NaN NaN 17.756 -0.464 2008 5 23.210 0.243 1 0 NaN NaN 22.834 0.331 2008 6 NaN NaN NaN NaN NaN NaN 28.569 1.629 2008 7 30.713 0.894 0 0 30.385 0.566 29.945 0.591 2008 8 29.461 -0.020 0 0 29.025 -0.456 28.731 -0.286 2008 9 24.877 -0.830 0 0 24.463 -1.243 23.817 -1.425 2008 10 20.165 0.478 0 0 19.835 0.149 19.002 -0.220 2008 11 15.027 1.923 0 0 14.701 1.598 13.652 1.013 2008 12 9.276 0.565 0 0 8.899 0.188 8.119 -0.127 2009 1 9.603 2.873 0 0 9.238 2.507 6.944 0.678 2009 2 13.770 4.466 0 0 13.467 4.163 12.246 3.407 2009 3 15.355 1.802 0 0 15.079 1.527 13.971 0.884 2009 4 18.427 -0.258 0 0 18.162 -0.523 17.448 -0.772 2009 5 23.211 0.243 0 0 22.989 0.021 22.092 -0.411 2009 6 28.728 1.323 0 0 28.507 1.102 28.481 1.540 2009 7 30.176 0.357 0 0 29.848 0.029 29.661 0.307 2009 8 29.642 0.161 0 0 29.206 -0.275 29.019 0.002 2009 9 24.657 -1.050 0 0 24.243 -1.463 24.003 -1.239 2009 10 16.728 -2.958 0 0 16.399 -3.287 16.790 -2.432 2009 11 15.337 2.233 0 0 15.011 1.908 14.749 2.111 2009 12 6.126 -2.585 0 0 5.749 -2.962 5.505 -2.741 2010 1 7.283 0.552 0 0 6.918 0.187 5.542 -0.724 2010 2 5.412 -3.891 0 0 5.110 -4.194 4.670 -4.170 2010 3 12.966 -0.586 0 0 12.691 -0.862 11.869 -1.219 2010 4 18.903 0.219 0 0 18.639 -0.046 18.817 0.597 2010 5 24.263 1.295 0 0 24.040 1.073 23.860 1.357 2010 6 29.291 1.886 0 0 29.070 1.665 29.638 2.698 2010 7 29.703 -0.115 0 0 29.375 -0.443 29.548 0.195 2010 8 31.816 2.335 0 0 31.380 1.899 31.509 2.493 2010 9 25.998 0.292 0 0 25.585 -0.122 26.202 0.961 2010 10 20.344 0.657 0 0 20.014 0.328 19.627 0.405 2010 11 14.805 1.702 0 0 14.479 1.376 13.922 1.283 2010 12 10.040 1.329 0 0 9.664 0.953 8.881 0.635 2011 1 6.766 0.035 0 0 6.401 -0.330 4.965 -1.301 2011 2 9.923 0.619 0 0 9.620 0.316 8.768 -0.071 2011 3 16.173 2.620 0 0 15.897 2.345 15.108 2.020 2011 4 21.290 2.605 0 0 21.025 2.341 20.715 2.495 2011 5 22.645 -0.323 0 0 22.423 -0.545 22.078 -0.426 2011 6 30.272 2.867 0 0 30.051 2.646 30.335 3.394 2011 7 33.047 3.228 0 0 32.719 2.900 32.765 3.411 2011 8 34.444 4.962 0 0 34.008 4.526 33.806 4.789 2011 9 26.722 1.016 0 0 26.309 0.602 26.222 0.980 2011 10 19.979 0.293 0 0 19.650 -0.037 19.561 0.339 2011 11 14.417 1.313 0 0 14.091 0.988 13.723 1.084 2011 12 8.813 0.102 0 0 8.436 -0.275 8.077 -0.169 2012 1 10.637 3.906 0 0 10.272 3.541 8.899 2.633 2012 2 11.438 2.134 0 0 11.135 1.831 10.319 1.480 2012 3 18.521 4.968 0 0 18.246 4.693 17.116 4.028 2012 4 21.285 2.600 0 0 21.020 2.336 20.727 2.507 2012 5 25.452 2.484 0 0 25.229 2.261 24.627 2.124 2012 6 28.825 1.420 0 0 28.604 1.199 28.432 1.491 2012 7 30.832 1.014 0 0 30.504 0.686 30.387 1.033 2012 8 30.215 0.733 0 0 29.779 0.297 29.752 0.735 2012 9 27.012 1.305 0 0 26.598 0.892 26.129 0.888 2012 10 19.602 -0.085 0 0 19.272 -0.414 18.683 -0.539 2012 11 15.298 2.195 0 0 14.973 1.869 14.420 1.781 2012 12 10.958 2.247 0 0 10.581 1.870 10.313 2.067 2013 1 9.561 2.831 0 0 9.196 2.466 8.095 1.829 2013 2 11.318 2.014 0 0 11.015 1.711 9.915 1.075 2013 3 13.694 0.141 0 0 13.418 -0.134 12.227 -0.861 2013 4 17.342 -1.343 0 0 17.077 -1.608 16.486 -1.734 2013 5 22.560 -0.408 0 0 22.337 -0.631 21.888 -0.615 2013 6 28.060 0.655 0 0 27.839 0.434 28.015 1.074 2013 7 29.132 -0.686 0 0 28.804 -1.014 28.570 -0.784 2013 8 30.873 1.391 0 0 30.437 0.955 30.379 1.362 2013 9 27.928 2.222 0 0 27.515 1.808 27.578 2.336 2013 10 19.966 0.280 0 0 19.637 -0.050 19.415 0.194 2013 11 15.450 2.347 1 0 NaN NaN NaN NaN